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Demo of using pieces-of-parts based on spatial relationships to improve supervoxel classification probabilities
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README.md
part_class.py
pieces-of-parts-demo.py
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README.md

Pieces-of-parts demo

Demo code to illustrate the improvement in the definition of a labelled region using spatial relationships between other regions in the supervoxel space.

From publication: Irving et al (2016).
Pieces-of-parts for supervoxel segmentation with global context: Application to DCE-MRI tumour delineation. Medical Image Analysis, 21 (32), 69-83.

Build and run

Build:

python setup.py build_ext --inplace

Run

python pieces-of-parts-demo.py

Results

Learned probablities

Probability map Probability map

Input probabilities associated with each label

Probability map

Output probabilities for the tumour region

Probability map

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